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Modelbrain MCP server

by modelbrain.net·net.modelbrain/mcp·v0.1.3

Private memory layer for AI assistants. Local-first: remember, recall, forget, expand.

A92/100grade A
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A92/100

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Adoption
Growing

0 stars37 downloads/wk

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Modelbrain tools

No tool declarations could be read from the package source. They show once the server is installed.

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How Modelbrain compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
Downloads a week
37
more than 28% of 12,191 servers with a package

Release history: 2 versions in the registry since 2026-10-05, latest 2026-10-20, typically one every 15 days.

Install Modelbrain in Claude Code, Cursor or VS Code

Runs npx -y modelbrain-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp -- npx -y modelbrain-mcp
Add to Cursor

What the publisher says

From the Modelbrain repository's README, as published. We do not edit it. Read it on GitHub

modelbrain-mcp

A thin MCP stdio client for ModelBrain: a memory layer for AI assistants that runs on your own computer.

This package does not install or bundle ModelBrain. It connects to the ModelBrain desktop app already running on your machine. If ModelBrain is not installed, running this prints where to get it and exits, rather than failing silently.

Why a separate package

ModelBrain's own installed app already ships a binary, mcp_server, that speaks MCP over stdio and talks to the local ModelBrain daemon. This package finds that binary on the current machine and runs it. It exists so ModelBrain can be registered with the MCP Registry and the directories that list from it, with a reviewable package as the distribution target, while the actual engine stays out of this repository.

Requirements

  • macOS (Apple Silicon) or Windows (x64 or arm64)
  • ModelBrain installed

Use

Most MCP clients run a server with npx. Point your client's MCP config at:

{
  "mcpServers": {
    "modelbrain": {
      "command": "npx",
      "args": ["-y", "modelbrain-mcp"]
    }
  }
}

Claude Desktop, Claude Code and Cursor users do not need this: ModelBrain's own app registers itself with those clients directly. See modelbrain.net/docs for the full tool surface (remember, recall, forget, expand, connector_sync) and the connect guides for other clients.

License

MIT, for this wrapper package. ModelBrain itself is separate, proprietary software; see modelbrain.net for its own terms.

Security

See SECURITY.md.

Nothing above is checked by us. What we check is on the safety report.

Modelbrain: common questions

Is Modelbrain MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Modelbrain safety report
How do I install Modelbrain?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Modelbrain need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Modelbrain maintained?
The last commit was 29 days ago (2026-10-06). The latest release is v0.1.3.
What can I use instead of Modelbrain?
Servers from other publishers that do the same job: Memorix MCP server and Nautilus Compass Memory MCP server.
How does Modelbrain compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); downloads a week 37 (more than 28% of 12,191 servers with a package). Full comparison.

Alternatives to Modelbrain

Same job from other publishers: the closest match first, then the best rated.

  • Memorix
    Local-first project memory with legacy MCP and 2026 discovery compatibility.
    B
  • Nautilus Compass Memory
    Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
    B